Prashanti Nilayam

Identifiers

• name variant Prashanti Nilayam 0.60 · backfill

Papers (4)

1. Heterogeneous LLM Debate Under Adversarial Peers: Honest Gains, Replacement Costs, and Resilience cs.CR · 2026 · author #1
2. Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines cs.MA · 2026 · author #1
3. QUIVER: A Formal Framework for Quantifying Perturbation Propagation and Bifurcation in Compound AI Systems cs.AI · 2026 · author #1
4. FedSS: Federated Learning with Smart Selection of clients cs.DC · 2022 · author #3

Mentions

• 2207.04569 #3 · arxiv_oai · confidence 0.70 Prashanti Nilayam
• 2606.19826 #1 · arxiv_oai · confidence 0.70 Prashanti Nilayam
• 2605.27559 #1 · arxiv_oai · confidence 0.70 Prashanti Nilayam
• 2605.23956 #1 · arxiv_oai · confidence 0.70 Prashanti Nilayam

Frequent Coauthors

• Prashil Tumbade 2 shared papers
• Sankalp Nayak 2 shared papers
• Ammar Tahir 1 shared papers
• Kiran Kumar Ramanna 1 shared papers
• Kiran Ramanna 1 shared papers
• Yongzhou Chen 1 shared papers